Semantic Segmentation on PASCAL VOC unseen (val)
86.1mIoUMaskCLIP+
Evaluation results
| Method | Links | |
|---|---|---|
| MaskCLIP+Pretrain dataset=CLIP400M, Trained on seen classes=true, Trained on unseen classes=false2023.01 | 86.1 | |
| ZegFormerPretrain dataset=CLIP400M, Trained on seen classes=true, Trained on unseen classes=false2023.01 | 63.6 | |
| OVSegmentorPretrain dataset=CC4M, Trained on seen classes=false, Trained on unseen classes=false2023.01 | 46.6 | |
| GroupViTPretrain dataset=CC12M+YFCC15M, Trained on seen classes=false, Trained on unseen classes=false2023.01 | 43.7 | |
| ViL-SegPretrain dataset=CC12M, Trained on seen classes=false, Trained on unseen classes=false2023.01 | 37.3 | |
| GroupViT*Pretrain dataset=CC12M, Trained on seen classes=false, Trained on unseen classes=false2023.01 | 33.1 | |
| JointPretrain dataset=None, Trained on seen classes=true, Trained on unseen classes=false2023.01 | 32.5 | |
| GaGNetPretrain dataset=None, Trained on seen classes=true, Trained on unseen classes=true2023.01 | 29.9 | |
| SIGNPretrain dataset=None, Trained on seen classes=true, Trained on unseen classes=true2023.01 | 28.9 | |
| GroupViT*Pretrain dataset=CC4M, Trained on seen classes=false, Trained on unseen classes=false2023.01 | 22.4 | |
| ZS3Pretrain dataset=None, Trained on seen classes=true, Trained on unseen classes=true2023.01 | 17.7 | |
| SPNetPretrain dataset=None, Trained on seen classes=true, Trained on unseen classes=false2023.01 | 15.6 |